Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1.249538 1.536916 1.912207 2.456160 3.258227 4.461159 6.551885
2025-06-01 0.874728 1.178821 1.639240 2.447574 3.998084 7.369980 18.063663
2025-06-08 0.676034 0.958565 1.424727 2.349387 4.494552 10.959904 55.561163
2025-06-15 0.582832 0.862511 1.359674 2.464089 5.582373 19.788899 788.683962
2025-06-22 0.507493 0.773435 1.271699 2.476180 6.474607 34.473311 NaN
2025-06-29 0.444859 0.691836 1.171925 2.406352 7.064139 57.270538 NaN
2025-07-06 0.398528 0.630687 1.096735 2.363789 7.776463 108.433134 NaN
2025-07-13 0.378459 0.614603 1.112194 2.588649 10.397925 751.251036 NaN
2025-07-20 0.355750 0.589120 1.099562 2.724598 13.143233 NaN NaN
2025-07-27 0.329726 0.552867 1.052839 2.721124 15.035172 NaN NaN
2025-08-03 0.303378 0.512479 0.987828 2.620395 15.835864 NaN NaN
2025-08-10 0.287156 0.491195 0.966620 2.683566 19.203647 NaN NaN
2025-08-17 0.274891 0.477305 0.963193 2.831304 25.709597 NaN NaN
2025-08-24 0.259049 0.453834 0.929892 2.832774 30.389434 NaN NaN
2025-08-31 0.241516 0.424803 0.876371 2.713533 31.577934 NaN NaN
2025-09-07 0.233046 0.415042 0.874950 2.855702 44.461774 NaN NaN
2025-09-14 0.222128 0.398551 0.851240 2.870757 54.951989 NaN NaN
2025-09-21 0.209941 0.378025 0.812497 2.784299 59.481290 NaN NaN
2025-09-28 0.199642 0.361011 0.781812 2.731719 67.282719 NaN NaN
2025-10-05 0.196908 0.361331 0.803456 3.010559 137.739770 NaN NaN
2025-10-12 0.191944 0.355847 0.806217 3.180373 270.888557 NaN NaN
2025-10-19 0.184446 0.343585 0.785346 3.176022 397.582047 NaN NaN
2025-10-26 0.175659 0.327556 0.750137 3.050131 419.643828 NaN NaN